When agents learn to "operate autonomously," where are the boundaries of collaboration?
Introduction: The Evolution from "Tool" to "Partner"​
In today’s explosion of AI technology, most agents remain at the "one question, one answer" level—they can write code, perform analysis, or generate content, but they always require humans to issue step-by-step instructions. However, real-world complex tasks are never single-threaded. A market research project may require simultaneous data cleaning, trend forecasting, and report writing; a product development project often involves cycles of requirement analysis, code generation, and testing validation...
The Xpert Project was born to break the shackles of this "human command chain." It enables multiple agents to function like a well-trained digital team, autonomously planning tasks, sharing knowledge, and executing collaboratively—while humans only need to define the goal and witness the miracle of intelligent collaboration.
